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Yi Zhang

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Yi Zhang is a Senior Software Engineer on Uber's Machine Learning Platform team. She thrives while solving big data problems, from data infrastructure to data application layers.

Engineering Blog Articles

Continuous Integration and Deployment for Machine Learning Online Serving and Models

Introduction

At Uber, we have witnessed a significant increase in machine learning adoption across various organizations and use-cases over the last few years. Our machine learning models are empowering a better customer experience, helping prevent safety incidents, and ensuring market

Tricks of the Trade: Tuning JVM Memory for Large-scale Services

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Running queries on Uber’s data platform lets us make data-driven decisions at every level, from forecasting rider demand during high traffic events to identifying and addressing bottlenecks in the driver sign-up process. Our Apache Hadoop-based data platform ingests

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